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Featured researches published by Ju Ok Park.


Academic Emergency Medicine | 2011

Comparison of clinical performance of cranial computed tomography rules in patients with minor head injury: a multicenter prospective study.

Young Sun Ro; Sang Do Shin; James F. Holmes; Kyoung Jun Song; Ju Ok Park; Jin Sung Cho; Seung Chul Lee; Seong Chun Kim; Ki Jeong Hong; Chang Bae Park; Won Chul Cha; Eui Jung Lee; Yu Jin Kim; Ki Ok Ahn; Marcus Eng Hock Ong

OBJECTIVES The objective was to compare the predictive performance of three previously derived cranial computed tomography (CT) rules, the Canadian CT Head Rule (CCHR), the New Orleans Criteria (NOC), and National Emergency X-Ray Utilization Study (NEXUS)-II, for detecting clinically important traumatic brain injury (TBI) and the need for neurosurgical intervention in patients with blunt head trauma. METHODS This was a prospective, multicenter, observational cohort study of patients with blunt head trauma from June 2008 to May 2009. The historical and physical examination components of the CCHR, NOC, and NEXUS-II were documented on a data collection form and the performance of each of the three rules was compared. Patient eligibility for each specific rule was defined exactly as previously described for each specific rule. To compare the three decision rules in terms of sensitivity and specificity, an intersection cohort satisfying inclusion criteria of all three decision rules was derived. The primary outcome was clinically important TBI, and the secondary outcome was neurosurgical intervention. The sensitivity and specificity of each rule were calculated with 95% confidence intervals (95% CIs). We also calculated the potential reduction rate in cranial CT scan utilization realized by theoretical implementation of these rules. RESULTS A total of 7,131 patients were prospectively enrolled, including 692 (9.7%) with clinical TBI. Among the enrolled population, patients eligible for CCHR, NOC, and NEXUS-II totaled 696, 677, and 2,951, respectively. The sensitivity and specificity for clinically important brain injury were as follows: CCHR, 112 of 144 (79.2%, 95% CI = 70.8% to 86.0%) and 228 of 552 (41.3%, 95% CI = 37.3% to 45.5%); NOC, 91 of 99 (91.9%, 95% CI = 84.7% to 96.5%) and 125 of 558 (22.4%, 95% CI = 19.0% to 26.1%); and NEXUS-II, 511 of 576 (88.7%, 95% CI = 85.8% to 91.2%) and 1,104 of 2,375 (46.5%, 95% CI = 44.5% to 48.5%). The sensitivity and specificity for neurosurgical intervention were as follows: CCHR, 100% (95% CI = 59.0% to 100.0%) and 38.3% (95% CI = 34.5% to 41.9%); NOC, 100% (95% CI = 54.1% to 100.0%) and 20.4% (95% CI = 17.4% to 23.7%); and NEXUS-II, 95.1% (95% CI = 90.1% to 98.0%) and 41.4% (95% CI = 39.5% to 43.2%). Among the enrolled population, intersection patients of CCHR, NOC, and NEXUS-II totaled 588. The sensitivity and specificity for clinically important brain injury were as follows: CCHR, 73 of 98 (74.5%, 95% CI = 64.7% to 82.8%) and 201 of 490 (41.0%, 95% CI = 36.6% to 45.5%); NOC, 89 of 98 (90.8%, 95% CI = 83.3% to 95.7%) and 112 of 490 (22.9%, 95% CI = 19.2% to 26.8%); and NEXUS-II, 82 of 98 (83.7%, 95% CI = 74.8% to 90.4%) and 172 of 490 (35.1%, 95% CI = 30.9% to 39.5%). The potential reduction in emergency CT scans by using these decision rules would have been higher with the NEXUS-II rule (39.6%, 95% CI = 37.8% to 41.4%) than with the CCHR rule (27.0%, 95% CI = 23.7% to 30.3%) or NOC rule (20.2%, 95% CI = 17.2% to 23.3%). CONCLUSIONS For clinically important TBI, the three cranial CT decision rules had much lower sensitivities in this population than the original published studies, while the specificities were comparable to those studies. The sensitivities for neurosurgical intervention, however, were comparable to the original studies. The NEXUS-II rule showed the highest reduction rate for CT scans compared to other rules, but failed to identify all undergoing neurosurgical intervention for their original inclusion cohort.


Burns | 2009

Association between socioeconomic status and burn injury severity.

Ju Ok Park; Sang Do Shin; Jaiyong Kim; Kyoung Jun Song; Michael D. Peck

BACKGROUND It has been previously established that the incidence of burn is higher in lower socioeconomic (SES) groups. What is not clear, however, is whether or not the severity of burn is also higher in lower SES groups. The purpose of this study is to establish a relationship between household-level socioeconomic status (SES) and severity-based incidence of burn. METHODS A burn injury database was generated from the National Injury Database (2001-2003) with a 1-year follow-up period containing information about the date and time of burn injury, the International Classification of Disease 10th Edition-based (ICD-10) diagnostic codes, gender, age, residence, and type of insurance. In addition, we calculated the severity of each burn using the Excess Mortality Ratio-adjusted Injury Severity Score (EMR-ISS), which is similar to the New Injury Severity Score. Socioeconomic status was measured on the basis of quintiles of premiums for National Health Insurance, which was decided on a household-level either by monthly salary (Employee Insurance, EI) or by owned property (Self-Employed Insurance, SEI). Medical Aid (MA) population was regarded as a reference. After calculation of 5 year-gender specific standardized incidence rates (SIRs) of burn by SES groups, the association of SES and severity of burn was evaluated using a multivariate logistic regression model and the Cox-proportional hazard regression analysis. RESULTS A total of 870,411 burn cases were examined. The standardized incident rates (SIRs) of mild(1<or=EMR-ISS<or=8), moderate(9<or=EMR-ISS<or=24), severe(25<or=EMR-ISS<or=74), critical(EMR-ISS=75 or death), and total burn injury were 4951, 951, 124, 20, and 6046 per 1,000,000 person-years, respectively. Meaningful changes of relative risk by severity were found: it was greater in higher SES groups (0.67 in the highest SEI, 0.58 in the highest EI) compared to the Medical Aid (MA) population. For injuries classified to be greater than severe (25<or=EMR-ISS), odds ratios according to increase of SES level were significantly decreased to 0.77 in SEI and 0.63 in EI. For critical injuries, hazard ratios were also significantly decreased to 0.51 in the highest SEI and 0.32 in the highest EI. CONCLUSIONS Severity-based incidence of burn was significantly affected by household-level SES in a nationwide cohort study, with more severe injuries noted in the lower socioeconomic groups.


Academic Emergency Medicine | 2009

Development and Validation of the Excess Mortality Ratio–adjusted Injury Severity Score Using the International Classification of Diseases 10th Edition

Jaiyong Kim; Sang Do Shin; Tai Ho Im; Kug Jong Lee; Sang Back Ko; Ju Ok Park; Ki Ok Ahn; Kyoung Jun Song

OBJECTIVES This study aimed to develop and validate a new method for measuring injury severity, the excess mortality ratio-adjusted Injury Severity Score (EMR-ISS), using the International Classification of Diseases 10th Edition (ICD-10). METHODS An injury severity grade similar to the Abbreviated Injury Scale (AIS) was converted from the ICD-10 codes on the basis of quintiles of the EMR for each ICD-10 code. Like the New Injury Severity Score (NISS), the EMR-ISS was calculated from three maximum severity grades using data from the Korean National Injury Database. The EMR-ISS was then validated using the Hosmer-Lemeshow goodness-of-fit chi-square (HL chi-square, with lower values preferable), the area under the receiver operating characteristic curve (AUC-ROC), and the Pearson correlation coefficient to compare it with the International Classification of Diseases 9th Edition-based Injury Severity Score (ICISS). Nationwide hospital discharge abstract data (DAD) from stratified-sample general hospitals (n = 150) in 2004 were used for an external validation. RESULTS The total number of study subjects was 29,282,531, with five subgroups of particular interest identified for further study: traumatic brain injury (TBI, n = 3,768,670), traumatic chest injury (TCI,n = 1,169,828), poisoning (n = 251,565), burns (n = 869,020), and DAD (n = 26,374). The HL chi-square was lower for EMR-ISS than for ICISS in all groups: 42,410.8 versus 55,721.9 in total injury, 7,139.6 versus 20,653.9 in TBI, 6,603.3 versus 4,531.8 in TCI, 2,741.2 versus 9,112.0 in poisoning, 764.4 versus 4,532.1 in burns, and 28.1 versus 49.4 in DAD. The AUC-ROC for death was greater for EMR-ISS than for ICISS: 0.920 versus 0.728 in total injury, 0.907 versus 0.898 in TBI, 0.675 versus 0.799 in TCI, 0.857 versus 0.900 in poisoning, 0.735 versus 0.682 in burns, and 0.850 versus 0.876 in DAD. The Pearson correlation coefficient between the two scores was )0.68 in total injury, )0.76 in TBI, )0.86 in TCI, )0.69 in poisoning,)0.58 in burns, and )0.75 in DAD. CONCLUSIONS The EMR-ISS showed better calibration and discrimination power for prediction of death than the ICISS in most injury groups. The EMR-ISS appears to be a feasible tool for passive injury surveillance of large data sets, such as insurance data sets or community injury registries containing diagnosis codes. Additional further studies for external validation on prospectively collected data sets should be considered.


Journal of Korean Medical Science | 2013

Incidence and Mortality Rates of Disasters and Mass Casualty Incidents in Korea: A Population-Based Cross-Sectional Study, 2000-2009

Soo Jin Kim; Chu Hyun Kim; Sang Do Shin; Seung Chul Lee; Ju Ok Park; Joohon Sung

The objective of study was to evaluate the incidence and mortality rates of disasters and mass casualty incidents (MCIs) over the past 10 yr in the administrative system of Korea administrative system and to examine their relationship with population characteristics. This was a population-based cross-sectional study. We calculated the nationwide incidence, as well as the crude mortality and injury incidence rates, of disasters and MCIs. The data were collected from the administrative database of the National Emergency Management Agency (NEMA) and from provincial fire departments from January 2000 to December 2009. A total of 47,169 events were collected from the NEMA administrative database. Of these events, 115 and 3,079 cases were defined as disasters and MCIs that occurred in Korea, respectively. The incidence of technical disasters/MCIs was approximately 12.7 times greater than that of natural disasters/MCIs. Over the past 10 yr, the crude mortality rates for disasters and MCIs were 2.36 deaths per 100,000 persons and 6.78 deaths per 100,000 persons, respectively. The crude injury incidence rates for disasters and MCIs were 25.47 injuries per 100,000 persons and 152 injuries per 100,000 persons, respectively. The incidence and mortality of disasters/MCIs in Korea seem to be low compared to that of trend around the world.


Journal of Korean Medical Science | 2016

Epidemiology of emergency medical services-assessed mass casualty incidents according to causes

Ju Ok Park; Sang Do Shin; Kyoung Jun Song; Ki Jeong Hong; Jungeun Kim

To effectively mitigate and reduce the burden of mass casualty incidents (MCIs), preparedness measures should be based on MCIs’ epidemiological characteristics. This study aimed to describe the epidemiological characteristics and outcomes of emergency medical services (EMS)-assessed MCIs from multiple areas according to cause. Therefore, we extracted the records of all MCIs that involved ≥ 6 patients from an EMS database. All patients involved in EMS-assessed MCIs from six areas were eligible for this study, and their prehospital and hospital records were reviewed for a 1-year period. The EMS-assessed MCIs were categorized as being caused by fire accidents (FAs), road traffic accidents (RTAs), chemical and biological agents (CBs), and other mechanical causes (MECHs). A total of 362 EMS-assessed MCIs were identified, with a crude incidence rate of 0.6–5.0/100,000 population. Among these MCIs, 322 were caused by RTAs. The MCIs involved 2,578 patients, and 54.3% of these patients were women. We observed that the most common mechanism of injury varied according to MCI cause, and that a higher number of patients per incident was associated with a longer prehospital time. The highest hospital admission rate was observed for CBs (16 patients, 55.2%), and most patients in RTAs and MECHs experienced non-severe injuries. The total number of deaths was 32 (1.2%). An EMS-assessed MCI database was established using the EMS database and medical records review. Our findings indicate that RTA MCIs create a burden on EMS and emergency department resources, although CB MCIs create a burden on hospitals’ resources.


Clinical and experimental emergency medicine | 2016

Patients who leave the emergency department against medical advice

Choung Ah Lee; Joon Pil Cho; Sang Cheon Choi; Hyuk Hoon Kim; Ju Ok Park

Objective Discharge against medical advice (DAMA) from the emergency department (ED) accounts for 0.1% to 2.7% of all ED discharges. DAMA carries a risk of increased mortality and readmissions. Our aim was to investigate the general characteristics of DAMA patients and the differences between them and non-DAMA patients. Methods We reviewed data collected by the National Emergency Medical Center between 2010 and 2011. Subjects were categorized into 2 groups, namely, the DAMA group and the non-DAMA group. We compared these groups with respect to age, gender, trauma or non-trauma status, type of hospital, health insurance, level of consciousness on admission, and diagnosis. Results Of 8,000,529 patients, 222,389 (2.78%) left against medical advice. The risk factors for DAMA across all age groups were as follows: no medical insurance (odds ratio [OR], 1.993), initial response to voice (OR, 2.753) or pain (OR, 2.101), trauma admission (OR, 1.126), admission to a local emergency medical center (OR, 1.215), and increased age. A high risk of DAMA was observed among patients with immune, endocrine, psychiatric, neurological, circulatory diseases, and external causes of morbidity and mortality. Conclusion Although DAMA cases account for only a small percentage of hospital discharges, they are important because DAMA patients have high readmission and mortality rates. It is therefore important to understand the general characteristics and predictors of DAMA in order to improve patient outcome and minimize the economic burden on the healthcare system.


Clinical and experimental emergency medicine | 2015

Preventable deaths in patients with traumatic brain injury

Seong Chun Kim; Kyoung Jun Song; Sang Do Shin; Seung Chul Lee; Ju Ok Park; James F. Holmes

Objective The objective of this study is to evaluate the rate of and etiology for preventable deaths in patients with traumatic brain injuries (TBIs). Methods We conducted a retrospective, multicenter review of patients with TBIs who died within 7 days of their traumatic event from June 2008 to May 2009. Three board certified emergency physicians independently reviewed every case using a structured survey format. Cases were considered preventable deaths only if all physicians independently agreed the death was preventable. Management errors contributing to the preventable death were determined. Results Forty-one patients who died from TBI were eligible. Preventable deaths were identified in nine (22%; 95% confidence interval [CI], 11 to 28) cases. Fifty-six management errors were identified including 36 (64%; 95% CI, 50 to 77) in the emergency department and 13 (23%; 95% CI, 13 to 36) in the prehospital phase. Thirty (54%; 95% CI, 40 to 67) management errors were process-related, and 26 (46%; 95% CI, 33 to 60) were structure-related. Conclusion An important and measurable rate of preventable mortality occurs in the initial care of TBI patients. Errors were common and most occurred in the emergency department. In addition, errors were common in the prehospital phase but did not always lead to mortality. When analyzed by type of problem, both process-related and structure-related errors occurred in similar proportions.


American Journal of Emergency Medicine | 2016

The association between acute alcohol consumption and discharge against medical advice of injured patients in the ED.

Joo Jeong; Kyoung Jun Song; Yu Jin Kim; Jin Seong Cho; Ju Ok Park; Seung Chul Lee; Young Sun Ro; James F. Holmes

PURPOSES A paucity of data exists on the prevalence and predictors of discharging injured patients against medical advice from emergency departments. The aim of this study is to investigate the association between acute alcohol use and being discharged against medical advice. METHODS We performed a prospective, observational study of injured patients enrolled into the Korean Centers for Disease and Prevention injury surveillance program in 7 tertiary, academic, and teaching hospitals from June 1, 2008, to November 31, 2011. Injured patients were assigned to 1 of 3 groups: discharged against medical advice, regular discharge, and transferred or admitted. Multivariable logistic regression models were used to analyze the association between acute alcohol use and being discharged against medical advice. RESULTS A total of 125,327 patients were enrolled, and 3473 (2.8%) were discharged against medical advice. The proportion of acute alcohol use was significantly higher among the patients who were discharged against medical advice (40.1%) than the regular discharged (16.6%) or transferred/admitted (15.5%) patients. In a regression model, acute alcohol use increased the risk of being discharged against medical advice (adjusted odds ratio, 1.86; 95% confidence interval, 1.70-2.03). In addition, we identified the interaction between acute alcohol use and intention of injury. Acute alcohol use had a significant association with the discharge against medical advice with the unintentional injury (adjusted odds ratio, 2.56; 95% confidence interval, 2.30-2.84). CONCLUSION Patients with acute alcohol use before sustaining an injury are at increased risk of being discharged against medical advice from the emergency departments.


Journal of Korean Medical Science | 2015

Pregnancy, Prenatal Care, and Delivery of Mothers with Disabilities in Korea

Nam Gu Lim; Jin Yong Lee; Ju Ok Park; Jung A Lee; Juhwan Oh

The aim of this study was to investigate the whole picture regarding pregnancy, prenatal care, obstetrical complications, and delivery among disabled pregnant women in Korea. Using the data of National Health Insurance Corporation, we extracted the data of women who terminated pregnancy including delivery and abortion from January 1, 2010 to December 31, 2010. Pearsons chi-square test and Student-t test were conducted to examine the difference between disabled women and non-disabled women. Also, to define the factors affecting inadequate prenatal care, logistic regression was performed. The total number of pregnancy were 463,847; disabled women was 2,968 (0.6%) and 460,879 (99.4%) were by non-disabled women. Abortion rates (27.6%), Cesarean section rate (54.5%), and the rate of receiving inadequate prenatal care (17.0%), and the rate of being experienced at least one obstetrical complication (11.3%) among disabled women were higher than those among non-disabled women (P < 0.001). Beneficiaries of Medical Aid (OR, 2.21) (P < 0.001) and severe disabled women (OR, 1.46) (P = 0.002) were more likely to receive inadequate prenatal care. In conclusion, disabled women are more vulnerable in pregnancy, prenatal care and delivery. Therefore, the government and society should pay more attention to disabled pregnant women to ensure they have a safe pregnancy period up until the delivery. Graphical Abstract


American Journal of Emergency Medicine | 2017

Validation of the criteria for early critical care resource use in assessing the effectiveness of field triage

Ki Ok Ahn; Sang Chul Kim; Ju Ok Park; Sang Do Shin; Kyoung Jun Song; Ki Jeong Hong

Background This study aimed to validate the criteria for early critical care resource (CCR) use as an outcome predictor for seriously injured patients triaged in the field by comparing the effectiveness of the criteria for early CCR use with that of criteria defined by an Injury Severity Score (ISS) > 15. Methods We analysed data from seriously injured trauma patients who were triaged using a field triage protocol by emergency medical service providers (EMS‐ST patients). Early CCR use was defined as the use of any of the following treatment modalities or outcomes: advanced airway management, blood transfusion, or interventional radiology (< 4 h), emergency operation or cardiopulmonary resuscitation, or thoracotomy (< 24 h), or admission for spinal cord injury. The primary endpoint was inhospital mortality. We generated area under the receiver operating characteristic (AUROC) curves to compare the value of the early CCR use criteria with that of the ISS > 15 criteria in the discrimination between survivors and non‐survivors. Results Of the 14,352 adult EMS‐ST patients, 9299 were enrolled in this study. Approximately 19.6% required early CCR use, and 18.0% had an ISS > 15. The rate of in‐hospital mortality was 9.4%. The AUROC values for the performances of the early CCR use and ISS > 15 criteria in the prediction of in‐hospital mortality were 0.89 (95% confidence interval [CI] 0.85–0.91) and 0.84 (95% CI 0.79–0.86), respectively (p < 0.01). Conclusion The early CCR use criteria demonstrated better performance than the ISS > 15 criteria in the prediction of mortality in EMS‐ST patients.

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Sang Do Shin

Seoul National University Hospital

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Kyoung Jun Song

Seoul National University Hospital

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Ki Jeong Hong

Seoul National University

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Ki Ok Ahn

Seoul National University Hospital

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Young Sun Ro

Seoul National University Hospital

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Yu Jin Kim

Seoul National University Bundang Hospital

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Jeong Ho Park

Seoul National University Hospital

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Seong Chun Kim

Gyeongsang National University

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